[Download] Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems PDF EPUB

Download “Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems” PDF and EPUB eBook free. Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems by Bert Gollnick is a beautiful book that is now available for download in both PDF and EPUB format.

Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems Summary

Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems is a beautiful novel written by Bert Gollnick. The book was published on May 28, 2025 and is available in both PDF and EPUB formats. Below is the summary of “Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems by Bert Gollnick”:

Your guide to generative AI with Python is here! Start with an introduction to generative AI, NLP models, LLMs, and LMMs—and then dive into pretrained models with Hugging Face. Work with LLMs using Python with the help of tools like OpenAI and LangChain. Get step-by-step instructions for working with vector databases and using retrieval-augmented generation. With information on agentic systems and AI application deployment, this guide gives you all you need to become an AI master!Work with pretrained LLM and NLP models on Hugging Face and LangChainCreate vector databases and implement retrieval-augmented generationAdd an agentic system using frameworks such as crewAI and AutoGenLarge Language ModelsSet up LLMs and then learn how to apply your models using Python. Walk through the available OpenAI, Meta’s Llama model family, Mistral models via Groq, and open-source LLMs. Work with prompt templates, chains, and more.Vector DatabasesCreate and use vector databases to store and query large collections of documents. Master all aspects of the pipeline, from importing a raw document, to processing it, to storing it in a vector database.Retrieval-Augmented GenerationLeverage large-scale pretrained language models and external knowledge sources with retrieval-augmented generation. Retrieve relevant information from large corpora, integrate it into the generation process, and evaluate the quality and diversity of the generated texts.Agentic SystemsUse AI models to build agents that act autonomously to achieve their goals. Discover the different Python packages for this crewAI, AutoGen, and LangChain.Natural language processing (NLP) modelsLarge language models (LLMs)Pretrained modelsPrompt engineeringVector databasesRetrieval-augmented generation (RAG)Agentic systemsOpenAILangChainHugging FacecrewAIAutoGen

Details About Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems by Bert Gollnick – eBook

• Title: Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems
• Author: Bert Gollnick
• Language: English
• Genres:
• Series:
• Published Date: May 28, 2025
• Status: Available for Download
• Formats: PDF/EPUB
• [EPUB] Filename: Generative_AI_with_Python_-_Bert_Gollnick.epub
• [PDF] Filename: Generative_AI_with_Python_-_Bert_Gollnick.pdf
• EPUB File Size: 8.92 MB
• PDF File Size: 13.39 MB

[Download] Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems by Bert Gollnick PDF EPUB

Clicking on the buttons below will start the download process for Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems by Bert Gollnick. This book is available in both EPUB and PDF formats for free. Read this beautiful novel and share your thoughts in the comments.